Marketing Attribution Software Development

Marketing attribution software built around your actual channel mix, not a generic template

Ad spend spreads across Google, Meta, TikTok, and a handful of other platforms, plus content, email, and outbound - and each platform reports its own version of what drove the sale. Off-the-shelf attribution tools apply the same multi-touch model to every business, whether or not it matches how your customers actually buy. We build attribution models around your actual customer journey, so you own the data and the logic instead of renting a black-box algorithm.

  • Multi-touch attribution modeled around your actual customer journey, not a generic template

  • Unified tracking across ad platforms, content, email, and offline touchpoints in one data model

  • First-party data you own, not a black-box algorithm you rent by the seat

  • Fixed-cost delivery, scoped up front, with source code ownership

Recent outcomes

Voice AI · Research

6× deeper insights

Text-based interviews converted to automated phone calls

AI Automation · Ops

20k+ txns day one

Manual invoice OCR across 40+ gas stations

Loyalty · Retail

1,062 users in 4 weeks

SuperValu & Centra loyalty platform with receipt validation

SaaS · Logistics

2,000+ shipments yr 1

Multi-carrier shipping hub for Indonesian eCommerce

4.9
on Clutch
See our work

The problem

Sound familiar?

  • Every ad platform showing you a different number for what actually drove the sale, so no one agrees where next quarter's budget should go?

  • Outgrown your attribution tool once your channel mix, sales cycle, or offline touchpoints got more complex than a per-pixel model can track?

Short answer

Marketing attribution software tracks which channels and touchpoints actually drive revenue, connecting ad spend, content, and sales activity to closed deals instead of a last-click guess. DTC and B2B brands with a complex channel mix, multiple ad platforms, offline touchpoints, or a long sales cycle turn to custom attribution once off-the-shelf tools stop matching how their customers actually convert. RaftLabs builds a focused attribution MVP for $20,000-$50,000 over 12-15 weeks, or a full platform with multi-touch modeling and dashboards for $50,000-$100,000 over 15-18 weeks, at a fixed cost.

Key takeaways

  • Multi-touch attribution replaces the guesswork of comparing last-click numbers across ad platforms that each report differently.
  • A complex channel mix, ad platforms, content, email, and offline touchpoints, needs one data model, not five dashboards no one reconciles.
  • Owning the attribution model and the first-party data behind it matters most once a business outgrows a generic per-pixel template.
  • A full platform with multi-touch modeling, unified tracking, and dashboards typically takes 15-18 weeks at a fixed, agreed cost.

Trusted by

Vodafone logo
Aldi logo
Nike logo
Microsoft logo
Heineken logo
Cisco logo
Calorgas logo
Energia Rewards logo
GE logo
Bank of America logo
T-Mobile logo
Valero logo
Techstars logo
East Ventures logo
TuneClub logo

Marketing attribution software delivery, by the numbers

products shipped
100+
cost delivery
Fixed
week delivery cycles
12-18

Attribution shouldn't mean five dashboards that all disagree

Every ad platform reports its own version of what drove the sale, so the numbers rarely match, and someone still has to decide which one to trust before the next budget meeting. That gets harder, not easier, once you're running multiple platforms, publishing content, sending email, and closing deals over a sales cycle that lasts weeks or months. We build the attribution layer that gives you one model instead of five conflicting reports.

Capabilities

What we build

  • 01
    Multi-touch attribution modeling

    An attribution model built around your actual customer journey, not a generic first-click or last-click default, scoped to how your customers really convert.

  • 02
    Unified cross-channel tracking

    Spend and conversion data pulled from Google, Meta, TikTok, and other ad platforms into one data model, so channel performance is compared on the same terms.

  • 03
    Offline and long-cycle touchpoint tracking

    Calls, events, in-store visits, and long B2B sales cycles tracked alongside digital touchpoints, so offline activity isn't left out of the attribution picture.

  • 04
    First-party data ownership

    Your customer and conversion data lives in infrastructure you own, not inside a vendor's black-box algorithm you're renting by the month.

  • 05
    Revenue and channel reporting dashboards

    Dashboards built around the decisions your team actually makes, budget reallocation, channel investment, campaign cuts, not a generic report template.

  • 06
    CRM and ad platform integrations

    Data pulled automatically from your CRM, ad accounts, and analytics tools, so attribution updates without anyone exporting a spreadsheet.

How we work

From channel mapping to live software

  1. Weeks 1-3
    01

    Discovery and channel mapping

    We map your ad platforms, sales cycle, offline touchpoints, and the decisions your attribution model needs to support. You leave with a written scope and a fixed-price quote.

  2. Weeks 3-7
    02

    Data architecture and model design

    We design the attribution data model, the integration layer for each channel, and the reporting structure your team will actually use.

  3. Weeks 7-16
    03

    Build in two-week sprints

    You review working software at each sprint. Tracking, modeling, and dashboards are built and tested incrementally.

  4. Final 2-3 weeks
    04

    Validation and rollout

    The model runs against real campaign data so your team can validate attribution accuracy before budget decisions depend on it.

Why us

Why brands choose RaftLabs

  • 01
    Senior engineers build what they scope

    The engineers who map your channels also build the attribution layer. No offshore handoff after the contract is signed.

  • 02
    Fixed price before development starts

    We scope the work, calculate the cost, and lock it in writing before any development starts.

  • 03
    Founded 2015, 100+ products shipped

    A track record building data pipelines and reporting dashboards that process real campaign and CRM data at scale.

  • 04
    You own the source code

    No vendor lock-in after delivery, and no algorithm you have to keep renting. The codebase, and the data model inside it, is yours.

Have a marketing attribution project?

Tell us how your channel mix and sales cycle actually work today, and where the reporting breaks down. We'll scope a fixed-cost build.

Scope your attribution software project

Related services

What clients say

What clients say about working with us

Three-year average engagement. Founders and operators describing the work in their own words. No marketing varnish.

Gil Nugraha
Gil Nugraha
Indonesia flagIndonesia
Founder at UrShipper

I definitely recommend RaftLabs, especially to solo founders like me. Their clear communication and detailed discussions have always helped me make better decisions.

01 / 06

Marketing Attribution Software Development, scoped in one call.

Tell us what's broken. Within one business day you get a straight take on cost, timeline, and the right first step. No deck, no pressure.

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Frequently asked questions

Marketing attribution software tracks which marketing touchpoints, ad platforms, content, email, and sales activity actually contribute to a closed deal or purchase, instead of crediting the last click or first click by default.

Yes. We build the attribution model around your actual customer journey, whether that's a short DTC purchase path or a long B2B sales cycle with multiple stakeholders, during discovery.

Yes. Pulling spend and conversion data from Google, Meta, TikTok, and other ad platforms, plus offline touchpoints like calls, events, and in-store visits, into one data model is the core of most requests in this space.

A focused attribution MVP typically runs $20,000-$50,000 and takes 12-15 weeks. A full platform with multi-touch modeling, unified tracking, and dashboards runs $50,000-$100,000 over 15-18 weeks. We scope a fixed cost after discovery.

Established platforms like Triple Whale and Northbeam are strong tools for DTC brands whose channel mix fits their model, and Northbeam's pricing starts around $1,500 a month. Custom software makes sense once your channel mix, sales cycle, or offline touchpoints get complex enough that a per-pixel model stops tracking what actually happened. We help assess the right fit during discovery.

DTC and B2B brands that have outgrown per-pixel SaaS attribution tools like Triple Whale, Rockerbox, or Northbeam, usually because they run multiple ad platforms, have offline touchpoints, or have a sales cycle too long for a standard multi-touch template to model accurately.

Work with us

Tell us what you need. We'll tell you what it would take.

We scope Marketing Attribution Software Development in 30 minutes. You walk away with a clear cost, timeline, and approach. No commitment required.

  • Scope and cost agreed before work starts. No surprises. No obligation.
  • Working prototype within 3 weeks of kickoff.
  • Pay by milestone. You see progress before each invoice.
  • 60-day post-launch warranty. Bug fixes, UI tweaks, and deployment support. No retainer.
  • All conversations are NDA-protected.